The late afternoon sun painted the park in hues of gold as Maya skipped towards the familiar swing set. Her heart felt light, buoyant with the news she’d received that morning. Finally, after all these years, she was going to see Liam. Just the thought of their reunion had her humming under her breath, a little tune she'd made up years ago. She was practically vibrating with anticipation.

She spotted him standing near the old oak tree, his back to her. A broad smile stretched across her face. "Liam!" she called, her voice bright and full of energy as she hurried her pace.

He turned, a polite, slightly puzzled expression on his face. “Yes? Can I help you?” he asked.

"Liam, it's me! Maya! Remember? We built treehouses, and we used to sneak cookies from your mom..." she trailed off, her smile faltering as his blank stare registered. Her hand flew to her mouth.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422